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Hilbert-Scale Stability of Posterior Diffusion Priors for Ill-Posed Signal Recovery

Moraffah, Bahman et al.
arXiv (All) · Papers
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information-theorymachine-learning
Indirect and noisy observations are difficult to invert when the forward operator smooths out the unknown signal. In this case, the unstable modes are precisely the modes that the data reveals least, thus the success of any reconstruction method depends on how prior information interacts with the ge
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